Fixed documentation,broken notebooks and made it runnable inside DevContainer

.devcontainer/post-create.sh

@@ -1,4 +1,4 @@
-#! /bin/bash
+#!/bin/bash
 
 # Install OpenAI and Dotenv for Python
 # TODO: Check why this can't be done in requirements.txt

.env.copy

@@ -1 +1,3 @@
-OPENAI_API_KEY=
+AZURE_OPENAI_ENDPOINT=<add your endpoint here>
+AZURE_OPENAI_DEPLOYMENT=<add your deployment here>
+AZURE_OPENAI_KEY=<add your key here>

04-prompt-engineering-fundamentals/1-introduction.ipynb

@@ -72,27 +72,39 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "By the dawn's early light,\n"
+     ]
+    }
+   ],
    "source": [
     "# The OpenAI SDK was updated on Nov 8, 2023 with new guidance for migration\n",
     "# See: https://github.com/openai/openai-python/discussions/742\n",
     "\n",
     "## Updated\n",
     "import os\n",
-    "import openai\n",
-    "from openai import OpenAI\n",
+    "from openai import AzureOpenAI\n",
+    "from dotenv import load_dotenv\n",
+    "load_dotenv()\n",
     "\n",
-    "client = OpenAI(\n",
-    "  api_key=os.environ['OPENAI_API_KEY'],  # this is also the default, it can be omitted\n",
-    ")\n",
+    "client = AzureOpenAI(\n",
+    "  api_key=os.environ['AZURE_OPENAI_KEY'],  # this is also the default, it can be omitted\n",
+    "  api_version = \"2023-05-15\"\n",
+    "  )\n",
+    "\n",
+    "deployment=os.environ['AZURE_OPENAI_DEPLOYMENT']\n",
     "\n",
     "## Updated\n",
-    "def get_completion(prompt, model=\"gpt-3.5-turbo\"):\n",
-    "    messages = [{\"role\": \"user\", \"content\": prompt}]\n",
-    "    response = openai.chat.completions.create(\n",
-    "        model=model,\n",
+    "def get_completion(prompt):\n",
+    "    messages = [{\"role\": \"user\", \"content\": prompt}]       \n",
+    "    response = client.chat.completions.create(   \n",
+    "        model=deployment,                                         \n",
     "        messages=messages,\n",
     "        temperature=0, # this is the degree of randomness of the model's output\n",
     "        max_tokens=1024\n",
@@ -210,8 +222,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "response = openai.chat.completions.create(\n",
-    "    model=\"gpt-3.5-turbo\",\n",
+    "response = client.chat.completions.create(\n",
+    "    model=deployment,\n",
     "    messages=[\n",
     "        {\"role\": \"system\", \"content\": \"You are a sarcastic assistant.\"},\n",
     "        {\"role\": \"user\", \"content\": \"Who won the world series in 2020?\"},\n",